This work proposes CAT-GS (Calibrated, Adaptive, Thresholded Gating with Fusion Surgery), a neural dynamics-based optimization controller for intelligent computing applications that improves or matches fused multimodal accuracy against strong imbalance-aware baselines across settings, and yields smoother gating behavio...
Mahir Shahriar Tamim, Sharjil Khan, Md. Samiul Alim et al.· Neurocomputing· 0 citations
An abundance-guided self-attention network (AGSA-Net), an abundance-guided self-attention network that explicitly integrates spectral unmixing priors into the classification process, and demonstrates the benefit of incorporating abundance-guided contextual modeling, particularly in heterogeneous urban scenes.
Nafisa Anjum, S. Borno, Ananna Saha et al.· IEEE Transactions on Geoscie...· 0 citations
CARNet is proposed, a Cycle-Conditioned Core Aggregation and Redistribution framework that integrates global recurrent cycle information into efficient core based interaction modeling via Multihead Core Aggregation.
Awsaf Tausif Adib, Md. Shahria Sarker Shuvo, Md. Estehaar Ahmed Emon et al.· arXiv.org· 0 citations
This work proposes a training-free hallucination mitigation framework for dynamic, per-instance suppression at test time, and proposes a dynamically combined projection that selectively suppresses the most probable hallucination directions while preserving image-grounded semantics.
Ali Cheraghian, Hamidreza Dastmalchi, Hamed Barzamini et al.· 0 citations
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